Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters

Jiachao Guo; Hua Wang; Hao Cheng; Qingli Shi

doi:10.1109/ICUS55513.2022.9986780

Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters

Jiachao Guo
, Hua Wang
, Hao Cheng
, Qingli Shi

School of Astronautics

Beihang University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Scopus citations

Abstract

In order to study the jamming resource allocation problem of UAV clusters to radar clusters and to maximize the utilization of jamming resources, we established a cooperative jamming suppression effectiveness model with clear constraints and suitable optimization objective functions. We simulated the allocation of jammer resources, basing on radar threat level and jamming effectiveness matrix with the objective of maximizing jamming effectiveness to radar clusters, using intlinprog function, improved PSO and GA, which adopts traversable boundary and binary coding mode respectively. The simulation results showed that the expected effectiveness on jamming resource allocation can be achieved by both improved algorithms.

Original language	English
Title of host publication	Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022
Editors	Rong Song
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	867-872
Number of pages	6
ISBN (Electronic)	9781665484565
DOIs	https://doi.org/10.1109/ICUS55513.2022.9986780
State	Published - 2022
Event	2022 IEEE International Conference on Unmanned Systems, ICUS 2022 - Guangzhou, China Duration: 28 Oct 2022 → 30 Oct 2022

Publication series

Name	Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022

Conference

Conference	2022 IEEE International Conference on Unmanned Systems, ICUS 2022
Country/Territory	China
City	Guangzhou
Period	28/10/22 → 30/10/22

Keywords

genetic algorithm
jamming effectiveness
particle swarm algorithm
resource allocation
unmanned jamming system

Access to Document

10.1109/ICUS55513.2022.9986780

Cite this

Guo, J., Wang, H., Cheng, H., & Shi, Q. (2022). Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters. In R. Song (Ed.), Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022 (pp. 867-872). (Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICUS55513.2022.9986780

Guo, Jiachao ; Wang, Hua ; Cheng, Hao et al. / Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters. Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022. editor / Rong Song. Institute of Electrical and Electronics Engineers Inc., 2022. pp. 867-872 (Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022).

@inproceedings{d28b22cd4b414af9bd7d2c9850e4281a,

title = "Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters",

abstract = "In order to study the jamming resource allocation problem of UAV clusters to radar clusters and to maximize the utilization of jamming resources, we established a cooperative jamming suppression effectiveness model with clear constraints and suitable optimization objective functions. We simulated the allocation of jammer resources, basing on radar threat level and jamming effectiveness matrix with the objective of maximizing jamming effectiveness to radar clusters, using intlinprog function, improved PSO and GA, which adopts traversable boundary and binary coding mode respectively. The simulation results showed that the expected effectiveness on jamming resource allocation can be achieved by both improved algorithms.",

keywords = "genetic algorithm, jamming effectiveness, particle swarm algorithm, resource allocation, unmanned jamming system",

author = "Jiachao Guo and Hua Wang and Hao Cheng and Qingli Shi",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 IEEE International Conference on Unmanned Systems, ICUS 2022 ; Conference date: 28-10-2022 Through 30-10-2022",

year = "2022",

doi = "10.1109/ICUS55513.2022.9986780",

language = "英语",

series = "Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "867--872",

editor = "Rong Song",

booktitle = "Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022",

address = "美国",

}

Guo, J, Wang, H, Cheng, H & Shi, Q 2022, Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters. in R Song (ed.), Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022. Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022, Institute of Electrical and Electronics Engineers Inc., pp. 867-872, 2022 IEEE International Conference on Unmanned Systems, ICUS 2022, Guangzhou, China, 28/10/22. https://doi.org/10.1109/ICUS55513.2022.9986780

Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters. / Guo, Jiachao; Wang, Hua; Cheng, Hao et al.
Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022. ed. / Rong Song. Institute of Electrical and Electronics Engineers Inc., 2022. p. 867-872 (Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters

AU - Guo, Jiachao

AU - Wang, Hua

AU - Cheng, Hao

AU - Shi, Qingli

PY - 2022

Y1 - 2022

N2 - In order to study the jamming resource allocation problem of UAV clusters to radar clusters and to maximize the utilization of jamming resources, we established a cooperative jamming suppression effectiveness model with clear constraints and suitable optimization objective functions. We simulated the allocation of jammer resources, basing on radar threat level and jamming effectiveness matrix with the objective of maximizing jamming effectiveness to radar clusters, using intlinprog function, improved PSO and GA, which adopts traversable boundary and binary coding mode respectively. The simulation results showed that the expected effectiveness on jamming resource allocation can be achieved by both improved algorithms.

AB - In order to study the jamming resource allocation problem of UAV clusters to radar clusters and to maximize the utilization of jamming resources, we established a cooperative jamming suppression effectiveness model with clear constraints and suitable optimization objective functions. We simulated the allocation of jammer resources, basing on radar threat level and jamming effectiveness matrix with the objective of maximizing jamming effectiveness to radar clusters, using intlinprog function, improved PSO and GA, which adopts traversable boundary and binary coding mode respectively. The simulation results showed that the expected effectiveness on jamming resource allocation can be achieved by both improved algorithms.

KW - genetic algorithm

KW - jamming effectiveness

KW - particle swarm algorithm

KW - resource allocation

KW - unmanned jamming system

UR - https://www.scopus.com/pages/publications/85146486915

U2 - 10.1109/ICUS55513.2022.9986780

DO - 10.1109/ICUS55513.2022.9986780

M3 - 会议稿件

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T3 - Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022

SP - 867

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BT - Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022

A2 - Song, Rong

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2022 IEEE International Conference on Unmanned Systems, ICUS 2022

Y2 - 28 October 2022 through 30 October 2022

ER -

Guo J, Wang H, Cheng H, Shi Q. Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters. In Song R, editor, Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022. Institute of Electrical and Electronics Engineers Inc. 2022. p. 867-872. (Proceedings of 2022 IEEE International Conference on Unmanned Systems, ICUS 2022). doi: 10.1109/ICUS55513.2022.9986780

Multiple Methods Based Resource Allocation Optimization of Jamming System for UAV Clusters

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